Global Ecosystem Demography Model (ED-global v1.0): Development,
Calibration and Evaluation for NASA’s Global Ecosystem Dynamics
Investigation (GEDI)
Abstract
Climate mitigation and forest management require accurate information on
carbon stocks, fluxes, and potential future sequestration potential.
Previous large-scale estimates have substantial uncertainties arising
from lack of data, heterogeneity of forest structure, and modeling
limitations. However, recent local-to-regional studies suggest that
combination of lidar-derived canopy height with an advanced 3-D
ecosystem model that explicitly tracks vegetation height (i.e. Ecosystem
Demography, ED) can reduce uncertainties and provide mapped estimates of
these quantities at high-spatial resolution over policy relevant
domains. Extending this approach to the global scale requires both a
source of global lidar data height data and a global height structured
ecosystem model. The NASA GEDI mission provides precise measurements of
forest canopy height and vertical structure with great potential for
global carbon cycle modelling. Here we present recent development and
calibration of ED-global (v1.0) and its evaluation simulations against
heterogeneous sources of satellite observations and field measurements.
ED-global estimates of vegetation carbon stocks and fluxes, vegetation
distribution and structure will be examined across various temporal and
spatial scales from seasonal to inter-annual and also from grid cell to
biome. The developed ED-global will serve as base model of NASA’s GEDI
mission to answer the key science questions: What is the carbon balance
of Earth’s forests? And how will the land surface mitigate atmospheric
CO2 in the future?